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Towards Efficient Distributed Simulation in Modelica using Transmission Line Modeling
Linköpings universitet, Institutionen för datavetenskap. (PELAB)
Linköpings universitet, Institutionen för ekonomisk och industriell utveckling, Fluid och mekanisk systemteknik.
Linköpings universitet, Institutionen för datavetenskap. (PELAB)ORCID-id: 0000-0002-3435-4996
Linköpings universitet, Institutionen för ekonomisk och industriell utveckling, Fluid och mekanisk systemteknik.
2010 (engelsk)Inngår i: 3rd International Workshop on Equation-Based Object-Oriented Modeling Languages and Tools, 2010Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

The current development towards multiple processor cores in personal computers is making distribution and parallelization of simulation software increasingly important. The possible speedups from parallelism are however often limited with the current centralized solver algorithms, which are commonly used in today’s simulation environments. An alternative method investigated in this work utilizes distributed solver algorithms using the transmission line modeling (TLM) method. Creation of models using TLM elements to separate model components makes them very suitable for computation in parallel because larger models can be partitioned into smaller independent submodels. The computation time can also be decreased by using small numerical solver step sizes only on those few submodels that need this for numerical stability. This is especially relevant for large and demanding models. In this paper we present work in how to combine TLM and solver inlining techniques in the Modelica equation-based language, giving the potential for efficient distributed simulation of model components over several processors.

sted, utgiver, år, opplag, sider
2010.
Emneord [en]
TLM, transmission lines, distributed modeling, Modelica, HOPSAN, parallelism, compilation
HSV kategori
Identifikatorer
URN: urn:nbn:se:liu:diva-63020OAI: oai:DiVA.org:liu-63020DiVA, id: diva2:375759
Konferanse
MODELS 2010
Tilgjengelig fra: 2010-12-09 Laget: 2010-12-09 Sist oppdatert: 2014-10-08

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